• Title/Summary/Keyword: Design department

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Global Big Data Analysis Exploring the Determinants of Application Ratings: Evidence from the Google Play Store

  • Seo, Min-Kyo;Yang, Oh-Suk;Yang, Yoon-Ho
    • Journal of Korea Trade
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    • 제24권7호
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    • pp.1-28
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    • 2020
  • Purpose - This paper empirically investigates the predictors and main determinants of consumers' ratings of mobile applications in the Google Play Store. Using a linear and nonlinear model comparison to identify the function of users' review, in determining application rating across countries, this study estimates the direct effects of users' reviews on the application rating. In addition, extending our modelling into a sentimental analysis, this paper also aims to explore the effects of review polarity and subjectivity on the application rating, followed by an examination of the moderating effect of user reviews on the polarity-rating and subjectivity-rating relationships. Design/methodology - Our empirical model considers nonlinear association as well as linear causality between features and targets. This study employs competing theoretical frameworks - multiple regression, decision-tree and neural network models - to identify the predictors and main determinants of app ratings, using data from the Google Play Store. Using a cross-validation method, our analysis investigates the direct and moderating effects of predictors and main determinants of application ratings in a global app market. Findings - The main findings of this study can be summarized as follows: the number of user's review is positively associated with the ratings of a given app and it positively moderates the polarity-rating relationship. Applying the review polarity measured by a sentimental analysis to the modelling, it was found that the polarity is not significantly associated with the rating. This result best applies to the function of both positive and negative reviews in playing a word-of-mouth role, as well as serving as a channel for communication, leading to product innovation. Originality/value - Applying a proxy measured by binomial figures, previous studies have predominantly focused on positive and negative sentiment in examining the determinants of app ratings, assuming that they are significantly associated. Given the constraints to measurement of sentiment in current research, this paper employs sentimental analysis to measure the real integer for users' polarity and subjectivity. This paper also seeks to compare the suitability of three distinct models - linear regression, decision-tree and neural network models. Although a comparison between methodologies has long been considered important to the empirical approach, it has hitherto been underexplored in studies on the app market.

교량 내하력 평가를 위한 정적재하시험 및 동적재하시험 특성 (Characteristics of Static Loading and Dynamic Loading Tests for Bridge Capability)

  • 이상훈
    • 한국재난정보학회 논문집
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    • 제16권4호
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    • pp.638-649
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    • 2020
  • 연구목적: 본 연구에서는 공용년수 20년이 경과된 콘크리트 단순 슬래브교를 대상으로 하여 대상교량 구조물의 내하성능을 평가하는 것을 목적으로 하였다. 연구방법: 정적재하시험 및 동적재해시험을 수행함으로써 변위, 변형율, 충격계수, 고유진동수 값을 실측하였으며, 해석방법을 통해 평가하였다. 연구결과: 본 연구를 통해 나타난 주요 결과는 다음과 같다. 첫째, S1 최대 변위 및 최대 변형률은 각각 2.917 mm, 44.720 𝜇ε(인장), -13.760 𝜇ε(압축)로 평가되었으며, S2 최대 변위 및 최대 변형률은 각각 2.100 mm, 4.870 𝜇ε(인장)로 나타났다. 둘째, 최대 실측충격계수는 S1 A-A단면에서 0.242로 나타났으며, 최대 실측충격계수는 S2 C-C단면에서 0.198로 나타났다. 셋째, 고유진동수를 해석결과, 6.086Hz로 평가되었고, 측정결과 6.152Hz-6.738Hz의 범위로 나타났다. 결론: 시험대상 교량은 설계하중에 대하여 양호한 거동 및 특성을 보이는 것으로 평가할 수 있다.

Can Traditional Industry Firms Be Born Global? Case Study with a Focus on Chinese and Korean Firms

  • Kang, Qingsong;Yoon, Ki-Chang;Park, Joshua
    • Journal of Korea Trade
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    • 제24권6호
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    • pp.135-156
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    • 2020
  • Purpose - This study investigates whether the internationalization process of traditional industry firms can be categorized as born global, early internationalization, or gradual internationalization, and examines what factors promote internationalization in traditional industries using a case study of two firms, one each in China and Korea. Design/methodology - This study elects to use case study methodology to determine the "how" and "why" of internationalization process of traditional industry firms. Taking into consideration that factors that impact the internationalization process of firms are diverse and unclear in terms of causality, this study utilizes exploratory case study methodology. This research performs a comparative two-case study of two firms in traditional industries, one each in China and Korea, to examine similarities and differences of study subjects in order to improve the validity and suitability of research results. Findings - The findings of this research are as follows: First, traditional industries are more likely go through early and rapid internationalization rather than being born global; born globals are far more likely to appear in high tech industries. Second, the internationalization process of companies that go through early and rapid internationalization differs from what is indicated by traditional internationalization theories, and are not limited by factors like psychological distance and lack of experiential knowledge. Third, international entrepreneurship, international market orientation, and imitation and learning are important internal driving factors for early and rapid internationalization. Fourth, conditions within the domestic market, policy support from the government, and pilot effect from industry leaders are external driving factors for early and rapid internationalization. Originality/value - This study shows that the internationalization process of traditional industry firms is more likely to be early and rapid internationalization rather than being born global and suggests answers to why this may be the case. In addition, through an examination of case studies, it reveals that the internationalization process of traditional industry firms that undergo early and rapid internationalization is different from traditional internationalization theory, in that they are not limited by the lack of psychological proximity and empirical knowledge, and are driven by international entrepreneurship, international market orientation, imitation and learning, competitive pressure within the domestic market, government's policy support, and the pilot effect of industry leaders. Therefore, this study contributes to literature by expanding the scope of application of born global theory to traditional industries, making born global theory more generalizable and identifying driving factors to internationalization of traditional industry firms.

건축물의 단열성능 검증 시스템 구축을 위한 실험적 연구 (An Experimental Study to Establish a System for Vertifying the Insulation Performance of Buildings)

  • 김현진;최세진
    • 한국건축시공학회지
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    • 제21권3호
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    • pp.203-211
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    • 2021
  • 최근 건축물의 에너지 사용 저감을 위한 단열 설계기준은 강화되고 있다. 단열공사는 건축물의 단위면적당 1차 에너지 소요량 저감을 위한 가장 효율적인 방법임에도 불구하고, 건축 시공 및 준공검사 과정에서 단열성능에 대한 평가(검사) 기준이 없는 실정이다. 본 연구는 열관류율 측정장비(TESTO 435)를 활용하여 공동주택의 외벽 열관류율을 간편하게 실험 할 수 있는 방법과 분석기법에 대한 기준을 구축하여 객관적인 데이터를 제공하는 데 목적이 있다. 실험 대상 외벽의 단위면적당 비열(열용량)이 20 kJ(m2·K)를 초과하여 ISO 9869-1에 적합한 종료 시점의 데이터를 평균법으로 분석했다. 3일 연속 열관류율 측정값은 설계값 대비 +5% 이내로 허용오차 범위 내로 수렴했고, 일자별 열관류율의 표준편차는 1-Day > 3-Day > 2-Day 순으로 작아졌고, 시간대별 열관류율 표준편차는 00:00~24:00 > 19:00~07:00 > 00:00~07:00 순으로 줄어 들었다. 특히, 측정일자별로 00:00~07:00 시간대의 열관류율 값은 설계값 대비 -3%~+2% 편차로 거의 일치하였다.

Application of the Terms and Conditions of English Law Related to the Duty of Utmost Good Faith under Marine Insurance Contract: Korean Supreme Court Decision 2018.10.25, Docket No.2017Da272103

  • Pak, Jee-Moon
    • Journal of Korea Trade
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    • 제24권6호
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    • pp.19-36
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    • 2020
  • Purpose - This paper analyzes how to interpret the legal view of the precedents to the UK Insurance Act 2015, comparing it to the UK Marine Insurance Act (MIA) 1906 with a focus on the relationship between the duty of uberrimae fidei and the duty of disclosure. Furthermore, this study focuses on the judgment of the Korean Supreme Court in a case, that examined whether the legal nature of the duty of disclosure or duty of uberrimae fidei in insurance law can be considered as a matter related to the insurer's liability when the applicable terms of English law are incorporated under the insurance contract. Design/methodology - This paper belongs to the field of explanatory legal study, which aims to explain and test whether the choice of law is linked to the conditions that occur in the reality of judicial practice. The approach that is used toward this problem is the legal analytical normative approach. The juridical approach involves studying and examining theories, concepts, legal doctrines and legislation that are related to the problem. Findings - Regarding the requirements and effects of breach of the duty of disclosure, if English law and the Korean Commercial Act are handled differently from each other and Korean law is recognized as the applicable law outside of the insurer's liability, it may be whether the insurer's immunity under English law is contrary to s.633 of the Korean Commercial Act. In considering the breach of the duty of disclosure as a matter of the insurer's liability, even if English law is applied as a governing law, the question of how to interpret the agreement of the governing law in this case may also be raised in the interpretation of Korean International Private Law in relation to the applicable law that applies to the rest of the matter, excluding the matters of liability. Originality/value - According to the Korean Supreme Court judgement under the governing law of the MIA 1906, the basis for recognizing the assured's pre-and post-contractual duty of disclosure is separate, and the only important matters to be notified by the assured after the conclusion of the insurance contract are those that are "relevant" and "material circumstances" that are "relevant" to the matter in question after the conclusion of the insurance contract.

Rumen bacteria influence milk protein yield of yak grazing on the Qinghai-Tibet plateau

  • Fan, Qingshan;Wanapat, Metha;Hou, Fujiang
    • Animal Bioscience
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    • 제34권9호
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    • pp.1466-1478
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    • 2021
  • Objective: Ruminants are completely dependent on their microbiota for rumen fermentation, feed digestion, and consequently, their metabolism for productivity. This study aimed to evaluate the rumen bacteria of lactating yaks with different milk protein yields, using high-throughput sequencing technology, in order to understand the influence of these bacteria on milk production. Methods: Yaks with similar high milk protein yield (high milk yield and high milk protein content, HH; n = 12) and low milk protein yield (low milk yield and low milk protein content, LL; n = 12) were randomly selected from 57 mid-lactation yaks. Ruminal contents were collected using an oral stomach tube from the 24 yaks selected. High-throughput sequencing of bacterial 16S rRNA gene was used. Results: Ruminal ammonia N, total volatile fatty acids, acetate, propionate, and isobutyrate concentrations were found to be higher in HH than LL yaks. Community richness (Chao 1 index) and diversity indices (Shannon index) of rumen microbiota were higher in LL than HH yaks. Relative abundances of the Bacteroidetes and Tenericutes phyla in the rumen fluid were significantly increased in HH than LL yaks, but significantly decreased for Firmicutes. Relative abundances of the Succiniclasticum, Butyrivibrio 2, Prevotella 1, and Prevotellaceae UCG-001 genera in the rumen fluid of HH yaks was significantly increased, but significantly decreased for Christensenellaceae R-7 group and Coprococcus 1. Principal coordinates analysis on unweighted UniFrac distances revealed that the bacterial community structure of rumen differed between yaks with high and low milk protein yields. Furthermore, rumen microbiota were functionally enriched in relation to transporters, ABC transporters, ribosome, and urine metabolism, and also significantly altered in HH and LL yaks. Conclusion: We observed significant differences in the composition, diversity, fermentation product concentrations, and function of ruminal microorganisms between yaks with high and low milk protein yields, suggesting the potential influence of rumen microbiota on milk protein yield in yaks. A deeper understanding of this process may allow future modulation of the rumen microbiome for improved agricultural yield through bacterial community design.

Trade Facilitation for the Products of the Industry 4.0: The case of Customs Classification of Drone

  • Yi, Ji-Soo;Moon, So-Young
    • Journal of Korea Trade
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    • 제23권8호
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    • pp.110-131
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    • 2019
  • Purpose - This paper investigates the implications for facilitating trade in the products of Industry 4.0. To identify the issues caused by the conflicts of policy objectives such as applying the tariff concession under the ITA and imposing the export control, by exploring the case of classification of drones. Design/methodology - We adopted a single case study method to gain a deeper understanding of the complex and multifaceted issues of Customs classification in the context of facilitating trade in the products of Industry 4.0. This study employs the case of drones to explore how these issues of Customs classification affect trade facilitation. We ensured the internal validity of the study by confirming the pattern of the results with the existing theories. Findings - Our main findings can be summarised as follows: the intrinsic nature of the products that converge several technologies causes issues in the classification. The inconsistency in product classification delays customs clearance by hindering the Customs risk-management system that pinpoints products subject to controls. To address the issues, therefore, we proposed fundamental reforms of Customs to empower themselves with management roles. Facilitating trade in the products of Industry 4.0 requires more enhanced Customs capability. Therefore, the reforms should include comprehensive capacity-building activities, such as changes in staff-trainings, promotion system, organisation and culture. Customs also need roles in robust designing of cooperative systems to compensate for the lacks of controls and to ensure concrete risk management for expedited Customs procedures. As well, by equipping the Single Window of Customs with crucial control functions of other ministries, Customs need to support the cooperation. The role of harmonising various preaudits of other ministries with its own is another essential role that ensures predictability of clearance procedure. Originality/value - There are scanty studies in the field of knowledge about what obstacles exist and what solution is available in the course of transforming to 'Industry 4.0'. In filling out the gap of knowledge, this paper is of academic significance in that it applies the research theory on trade facilitation for the specific cases of classification of the product of Industry 4.0 to verify its effectiveness and to extend the subject of the studies to the scope of Industry 4.0. It also has practical significance in that the results have provided implications for reforms of Customs procedures to facilitate trade in the products of Industry 4.0.

예연소실 점화 플러그의 화염 분출구 직경에 따른 매립지가스의 연소 특성 (Combustion Characteristics of Land Fill Gas according to the Diameter of the Flame outlet of the Pre-chamber Spark Plug)

  • 김권세;전영철;최두석
    • 융합정보논문지
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    • 제11권7호
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    • pp.111-117
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    • 2021
  • 본 연구는 LFG(Land Fill Gas)의 주성분인 메탄(CH4) 60%와 이산화탄소(CO2) 40%로 구성된 매립지가스를 활용하여 정적연소 환경에서 연소의 초기 불안정성을 해결할 수 있는 실험적인 연구결과를 제안하는 것이다. 실험조건은 공기과잉율 0.9~1.6, 초기연소를 위한 압축압력 3bar, 실험주변온도 25℃, 실험용 연료가스 메탄, 예연소실 화염 분출구 직경 2.5, 3.0, 3.5, 4.0, 4.5mm로 설정하였다. 실험결과 M3.0 모델에서 초기화염의 확산성이 매우 증가된 특성을 확인할 수 있으며, 이와 같은 증가의 특성은 공기 과잉률이 0.9, 1.0, 1.2에서 오리피스의 효과가 극도로 향상하게 되었다는 점을 알 수 있었다. 결과적으로, 본 실험을 통하여 M3.0으로 설계된 예연소실 화염 분출구 치수를 LFG에 적용할 경우 기존의 점화 플러그 특성 보다 부분적인 연소의 성능을 높일 수 있다는 점을 확인할 수 있었다.

진동자극 저항운동이 허리통증 경험자의 균형과 보행에 미치는 영향 (The Effect of Resistance Exercise with Vibration Stimulation on Balance and Gait of Experienced Back Pain Adults)

  • 고민균
    • 한국엔터테인먼트산업학회논문지
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    • 제14권6호
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    • pp.221-230
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    • 2020
  • 본 연구는 진동자극 저항운동이 허리통증 경험자의 균형 및 보행에 미치는 영향을 연구하였다. 30명의 히리통증 경험이 있는 성인 대학생을 대상으로 8 Hz 진동자극 저항운동(n=10), 30 Hz 진동자극 저항운동(n=10), 허리 안정화운동(n=10)으로 무작위로 나누었다. 각 그룹의 중재는 6주동안 주 3회, 1회에 30분을 적용하였다. 실험 전에 정적균형과 보행패턴을 측정하였고, 6주 후에 실험전과 동일한 방법으로 측정하였다. 연구결과 세 그룹 모두에서 운동전과 후의 시간에 따른 정적균형, 디딤기율, 흔듦기율, 한걸음 길이, 한발짝률의 변화는 통계적으로 유의한 차이가 있었다(p<.05). 허리 안정화운동이 정적균형과 디딤기율에서는 그룹 간의 유의한 차이가 있었고(p<.05), 흔듦기율 및 한걸음 길이와 한발짝률은 그룹 간의 차이가 없었다. 결론적으로 진동자극 저항운동이 근수축 유발 기전에 의해 다리근육의 근력을 강화하였고, 강화된 다리 근력은 균형능력에 긍정적인 영향을 미쳤으며, 향상된 균형능력은 신체가 움직이는 동안 안정적으로 자세를 조절할 수 있게 하여 보행능력의 긍정적 측면에 영향을 미친 것으로 판단된다.

테라테인먼트 스위스 볼 운동이 겨드랑신경 손상 환자의 상지기능, 통증 및 장애, 일상생활활동에 미치는 영향 : 개별대상연구 (The Effect of Theratainment Swiss Ball Exercise on the Upper Limb Function, Pain and disability, Daily Activities of a Patient with Axillary Nerve Injury: Single Subject)

  • 손보영;방요순
    • 한국엔터테인먼트산업학회논문지
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    • 제14권3호
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    • pp.431-442
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    • 2020
  • 본 연구는 테라테인먼트 스위스 볼 운동이 겨드랑 신경 손상 환자의 상지기능, 통증, 일상생활활동에 미치는 효과를 알아보고자 하였다. 연구기간 및 대상은 2019년 11월 5일부터 2020년 2월 25일까지 G광역시에 거주하는 23세 여성 1명으로, 개별사례실험 연구 중 A-B-A' 설계를 사용하였다. 본 연구는 겨드랑신경 손상 환자에게 다양한 방향과 점진적 무게의 운동 형태로 반복 훈련을 제공하였다. 이는 어깨의 구조의 안정성, 가동성을 높이고, 사용가능한 어깨 기능을 강화시켜 통증을 완화에 효과적이었고 다양한 환경 안에서 활동에 따른 자세 변화의 적응력과 대응능력을 발휘하게 하여, 최대한의 독립적 생활의 수행이 가능하도록 하였다. 따라서 본 연구의 테라테인먼트 스위스 볼 운동은 겨드랑신경 손상 환자의 상지기능, 통증 및 장애, 일상생활활동에 긍정적 영향을 미쳤기에 중재방법으로의 가능성을 확인할 수 있었다. 이는 다양한 환자치료에 전문성을 요구하는 작업치료사의 치료적 접근법으로 발휘할 수 있도록 지속적인 조사와 반복연구를 통해 효과를 검증하고 발전 방안을 모색할 필요가 있다.